Product
Langit
Smart multi-language vocabulary trainer built for consistent daily progress.
Learn MoreIndependent Digital Asset Lab
Tools, experiments, and monetization logic behind independent digital assets.
Active products and experiments currently being built and operated.
Product
Smart multi-language vocabulary trainer built for consistent daily progress.
Learn MoreExperiment
Small AI-assisted workflows and micro tools tested on real operator tasks.
Learn MoreTools
Public tools built and maintained inside the lab for fast practical use.
Learn MoreResearch niche inefficiencies and overlooked opportunities.
Launch lean, functional MVP systems.
Measure real usage, not assumptions.
Introduce recurring logic and optimize.
Core systems used to operate and scale digital assets.
Signals, experiments, and working hypotheses.
Hypothesis: lightweight agents will outperform complex SaaS suites for small operators.
Read MoreTesting price sensitivity against recurring stability in practical utility products.
Read MoreLower friction than traditional SEO funnels for early-stage audience loops.
Read MoreStructured prompt workflows reduce context switching and speed up publishing.
Read MoreOperational breakdowns of experiments and product launches.
From signal detection to first active users with a constrained feature set.
Read BreakdownHow small workflow scripts reduced manual overhead in weekly operations.
Read BreakdownEarly conversion outcomes and retention patterns from a lightweight paywall test.
Read BreakdownSubscription-based premium version for focused vocabulary growth.
View DetailsOperational guides and reusable templates for digital system execution.
View DetailsAdvanced feature access across selected tools in the lab ecosystem.
View DetailsWeekly breakdowns of small digital assets, experiments, and monetization systems.